Visual Scalability Challenge.
Most graph visualization systems follow the convention approach of visualizing the entire graph (e.g., Gephi [1]}, Cytoscape [2]}). For million-node graphs, such visualizations generate “hairballs” with extreme edge crossings [3]}, overwhelming human perception and impeding understanding.
